---
title: "The Agent Experience Score"
description: "How AI Agents Can Implement Auth0 Quickly and Efficiently."
authors:
  - name: "Bharath Natarajan"
    url: "https://auth0.com/blog/authors/bharath-natarajan/"
date: "Apr 23, 2026"
category: "AI"
tags: ["ai", "ai agents", "agent skills"]
url: "https://auth0.com/blog/agent-experience-score/"
---

# The Agent Experience Score

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The future of software is AI-generated, and your identity stack needs to keep up. It is no longer enough to build developer experiences; we need to build agent experiences. We know the friction of using AI for identity: hallucinations, outdated packages, and the anxiety of insecure token storage. To help you avoid this, we are launching the [Agent Experience Score](http://auth0.com/agent-experience). 

We rigorously tested the top LLMs to see how they handle Auth0 integrations as base models, and how those success rates change when given access to Auth0’s docs, MCP, and specialized Skills. Our goal? To give your AI agents the exact tools they need to implement Auth0 accurately, securely, and cost-effectively from the first prompt.

## Enter our Agent Experience Score

For developers, the Auth0 [Agent Experience Score](http://auth0.com/agent-experience) rates the accuracy and efficiency of popular LLMs integrating Auth0, providing results for the top models, frameworks, and configurations. Now you can compare how Claude 4.7 Opus and [Auth0’s React SDK](https://auth0.com/docs/libraries/auth0-react) work versus GPT 5.4 with Express, using [Quickstarts](https://auth0.com/docs/quickstarts). We plan to roll out evaluations for all Auth0 features. [MFA](https://auth0.com/docs/secure/multi-factor-authentication), [Organizations](https://auth0.com/docs/manage-users/organizations), [Social Login](https://auth0.com/docs/authenticate/identity-providers/social-identity-providers), and [Passwordless](https://auth0.com/docs/authenticate/passwordless) coming soon. 

We use a [transparent methodology](https://auth0.com/docs/get-started/agent-experience%20) to validate these results, and every score is reproducible:  

<picture>
<img src="https://images.ctfassets.net/23aumh6u8s0i/13bJocqVEMhfl9GM5aqi65/9c328338e772f09faf35db7d43c5aea2/AgentExperienceScore_Methodology.png" alt="Agent Experience Score Methodology" style="width:100%; margin: 1em auto; border: solid black 0px; border-radius: 0px;">
</picture>

* **Real integration tasks:** We gave each model identical Auth0 SDK prompts and ran Auth0 integration tasks in real development environments.
* **Automated grading:** Pattern matching, security checks, and correctness validators score each response.  
* **Tool comparison**: Each model was tested with and without MCP + Skills to measure improvement.

We also provide insights such as Hallucination Detection, Structural Correctness, Security Checks, and more. You can quickly assess the most powerful way to integrate authentication and authorization.

## Balancing Tokens, Time, and Trust

While shipping fast is key when bringing an agent to production, you and your users still need to trust that your AI agent is operating within your standards. You can get a working integration faster and cheaper than grabbing your favorite cup of coffee or matcha on the way to the office. Using Auth0 tools with Claude Opus 4.7 and React approximately takes 57 seconds and costs $0.17. You can see every combination on our [Agent Experience Score](http://auth0.com/agent-experience) page.   

<picture>
<img src="https://images.ctfassets.net/23aumh6u8s0i/1mRYrTdg2xXdzMtroML4Fj/6ec2a5c322c706c07a2824d972b673f1/AgentScorePage.png" alt="Agent Score Page" style="width:100%; margin: 1em auto; border: solid black 0px; border-radius: 0px;">
</picture>

## Start Building with Confidence 

Enable Auth0 tools in your AI agent to integrate Auth0 reliably. Whether you want to use the [MCP Server](https://auth0.com/docs/get-started/build-with-ai-tools#auth0-docs-mcp-server) to give your agents access to Auth0 documentation, API references, and code examples:

```javascript
https://auth0.com/docs/mcp
```

Or, use [Skills](https://auth0.com/docs/quickstart/agent-skills#agent-skills-for-auth0) to teach agents Auth0 integration patterns so they follow security best practices:

```javascript
npx skills add auth0/agent-skills
```

Auth0 can help secure your app and AI agents so you can keep building. Want to share any feedback with our team? [Join our community conversation](https://community.auth0.com/t/agent-experience-score/199085). Start building with Auth0 today.